Evgeny Lagutin

2 papers · 2021–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EACL (1) NeurIPS (1)

Top co-authors

Sergey Samsonov (1) Marylou Gabrie (1) Daniil Gavrilov (1) Alexey Naumov (1) Eric Moulines (1) Alain Durmus (1) Pavel Kalaidin (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Reinforcement Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Methods (1)

Keywords

reinforcement learning (1) policy gradient (1) text generation (1) markov chain monte carlo (1) normalizing flow (1) language model (1) energy-based model (1) generative adversarial network (1) sampling method (1) mixing rate (1) unlikelihood training (1) global proposal (1) global-local sampling (1)

Papers

Local-Global MCMC kernels: the best of both worlds NeurIPS 2022 Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning EACL 2021